IEEE Transactions on Medical Imaging· 2016Q1
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?
- 3,223citations
- Q1SCImago
- 2016year
Short summary
Fine-tuning pre-trained deep convolutional neural networks (CNNs) consistently matches or surpasses training from scratch for medical image analysis, even with limited data.
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Radiology, Nuclear Medicine and ImagingMedicine